| Number of Variables | 20 |
|---|---|
| Number of Rows | 6819 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 1.0 MB |
| Average Row Size in Memory | 160.0 B |
| Variable Types |
|
| Interest Expense Ratio is skewed | Skewed |
|---|---|
| Revenue Per Share (Yuan ¥) is skewed | Skewed |
| Net Income to Stockholder's Equity is skewed | Skewed |
| Debt ratio % is skewed | Skewed |
| Non-industry income and expenditure/revenue is skewed | Skewed |
| Working Capital/Equity is skewed | Skewed |
| Net Value Growth Rate is skewed | Skewed |
| Total debt/Total net worth is skewed | Skewed |
| Interest-bearing debt interest rate is skewed | Skewed |
| Total Asset Growth Rate is skewed | Skewed |
| Continuous interest rate (after tax) is skewed | Skewed |
|---|---|
| Operating Profit Growth Rate is skewed | Skewed |
| Degree of Financial Leverage (DFL) is skewed | Skewed |
| Interest Coverage Ratio (Interest expense to EBIT) is skewed | Skewed |
| After-tax Net Profit Growth Rate is skewed | Skewed |
| Total assets to GNP price is skewed | Skewed |
| Research and development expense rate is skewed | Skewed |
| Average Collection Days is skewed | Skewed |
| Persistent EPS in the Last Four Seasons is skewed | Skewed |
| Target has constant length 1 | Constant Length |
| Interest-bearing debt interest rate has 891 (13.07%) zeros | Zeros |
|---|---|
| Research and development expense rate has 1424 (20.88%) zeros | Zeros |
numerical
| Approximate Distinct Count | 3794 |
|---|---|
| Approximate Unique (%) | 55.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.631 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.6294 |
| Q1 | 0.6306 |
| Median | 0.6307 |
| Q3 | 0.6311 |
| 95-th Percentile | 0.6335 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.00051301 |
| Mean | 0.631 |
|---|---|
| Standard Deviation | 0.01124 |
| Variance | 0.0001263 |
| Sum | 4302.7277 |
| Skewness | -16.8189 |
| Kurtosis | 1740.0242 |
| Coefficient of Variation | 0.01781 |
numerical
| Approximate Distinct Count | 3807 |
|---|---|
| Approximate Unique (%) | 55.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 1.3286e+06 |
| Minimum | 0 |
| Maximum | 3.02e+09 |
| Zeros | 2 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.005685 |
| Q1 | 0.01563 |
| Median | 0.02738 |
| Q3 | 0.04636 |
| 95-th Percentile | 0.1107 |
| Maximum | 3.02e+09 |
| Range | 3.02e+09 |
| IQR | 0.03073 |
| Mean | 1.3286e+06 |
|---|---|
| Standard Deviation | 5.1707e+07 |
| Variance | 2.6736e+15 |
| Sum | 9.06e+09 |
| Skewness | 43.7595 |
| Kurtosis | 2126.2508 |
| Coefficient of Variation | 38.9173 |
numerical
| Approximate Distinct Count | 6819 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.8404 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.8358 |
| Q1 | 0.8401 |
| Median | 0.8412 |
| Q3 | 0.8424 |
| 95-th Percentile | 0.8443 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.002242 |
| Mean | 0.8404 |
|---|---|
| Standard Deviation | 0.01452 |
| Variance | 0.0002109 |
| Sum | 5730.7017 |
| Skewness | -37.9563 |
| Kurtosis | 1943.2826 |
| Coefficient of Variation | 0.01728 |
numerical
| Approximate Distinct Count | 4208 |
|---|---|
| Approximate Unique (%) | 61.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.1132 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.03222 |
| Q1 | 0.07289 |
| Median | 0.1114 |
| Q3 | 0.1488 |
| 95-th Percentile | 0.2026 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.07591 |
| Mean | 0.1132 |
|---|---|
| Standard Deviation | 0.05392 |
| Variance | 0.002907 |
| Sum | 771.7545 |
| Skewness | 0.9806 |
| Kurtosis | 10.721 |
| Coefficient of Variation | 0.4764 |
numerical
| Approximate Distinct Count | 2551 |
|---|---|
| Approximate Unique (%) | 37.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.3036 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.3031 |
| Q1 | 0.3035 |
| Median | 0.3035 |
| Q3 | 0.3036 |
| 95-th Percentile | 0.3039 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.00011892 |
| Mean | 0.3036 |
|---|---|
| Standard Deviation | 0.01116 |
| Variance | 0.00012462 |
| Sum | 2070.4047 |
| Skewness | 39.633 |
| Kurtosis | 2647.4856 |
| Coefficient of Variation | 0.03677 |
numerical
| Approximate Distinct Count | 6819 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.7358 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.7298 |
| Q1 | 0.7336 |
| Median | 0.736 |
| Q3 | 0.7386 |
| 95-th Percentile | 0.7418 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.004948 |
| Mean | 0.7358 |
|---|---|
| Standard Deviation | 0.01168 |
| Variance | 0.00013638 |
| Sum | 5017.5329 |
| Skewness | -36.1957 |
| Kurtosis | 2411.1634 |
| Coefficient of Variation | 0.01587 |
numerical
| Approximate Distinct Count | 4502 |
|---|---|
| Approximate Unique (%) | 66.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 1.5662e+06 |
| Minimum | 0 |
| Maximum | 9.33e+09 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.00039153 |
| Q1 | 0.00044097 |
| Median | 0.00046196 |
| Q3 | 0.00049936 |
| 95-th Percentile | 0.00068241 |
| Maximum | 9.33e+09 |
| Range | 9.33e+09 |
| IQR | 5.8393e-05 |
| Mean | 1.5662e+06 |
|---|---|
| Standard Deviation | 1.1416e+08 |
| Variance | 1.3032e+16 |
| Sum | 1.068e+10 |
| Skewness | 80.2742 |
| Kurtosis | 6540.1165 |
| Coefficient of Variation | 72.8888 |
numerical
| Approximate Distinct Count | 5518 |
|---|---|
| Approximate Unique (%) | 80.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 4.4163e+06 |
| Minimum | 0 |
| Maximum | 9.94e+09 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.001139 |
| Q1 | 0.003007 |
| Median | 0.005546 |
| Q3 | 0.009273 |
| 95-th Percentile | 0.01996 |
| Maximum | 9.94e+09 |
| Range | 9.94e+09 |
| IQR | 0.006266 |
| Mean | 4.4163e+06 |
|---|---|
| Standard Deviation | 1.6841e+08 |
| Variance | 2.8361e+16 |
| Sum | 3.0115e+10 |
| Skewness | 46.3451 |
| Kurtosis | 2346.5179 |
| Coefficient of Variation | 38.1327 |
numerical
| Approximate Distinct Count | 1080 |
|---|---|
| Approximate Unique (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 1.6448e+07 |
| Minimum | 0 |
| Maximum | 9.9e+08 |
| Zeros | 891 |
| Zeros (%) | 13.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0.00020302 |
| Median | 0.00032103 |
| Q3 | 0.00053255 |
| 95-th Percentile | 0.001261 |
| Maximum | 9.9e+08 |
| Range | 9.9e+08 |
| IQR | 0.00032953 |
| Mean | 1.6448e+07 |
|---|---|
| Standard Deviation | 1.0828e+08 |
| Variance | 1.1723e+16 |
| Sum | 1.1216e+11 |
| Skewness | 7.0318 |
| Kurtosis | 50.0119 |
| Coefficient of Variation | 6.5829 |
numerical
| Approximate Distinct Count | 1751 |
|---|---|
| Approximate Unique (%) | 25.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 5.5081e+09 |
| Minimum | 0 |
| Maximum | 9.99e+09 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.00011599 |
| Q1 | 4.86e+09 |
| Median | 6.4e+09 |
| Q3 | 7.39e+09 |
| 95-th Percentile | 9.03e+09 |
| Maximum | 9.99e+09 |
| Range | 9.99e+09 |
| IQR | 2.53e+09 |
| Mean | 5.5081e+09 |
|---|---|
| Standard Deviation | 2.8977e+09 |
| Variance | 8.3968e+18 |
| Sum | 3.756e+13 |
| Skewness | -0.9186 |
| Kurtosis | -0.4172 |
| Coefficient of Variation | 0.5261 |
numerical
| Approximate Distinct Count | 3617 |
|---|---|
| Approximate Unique (%) | 53.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.7814 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.7811 |
| Q1 | 0.7816 |
| Median | 0.7816 |
| Q3 | 0.7817 |
| 95-th Percentile | 0.7819 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.00016856 |
| Mean | 0.7814 |
|---|---|
| Standard Deviation | 0.01268 |
| Variance | 0.00016076 |
| Sum | 5328.24 |
| Skewness | -53.1884 |
| Kurtosis | 3126.4396 |
| Coefficient of Variation | 0.01623 |
numerical
| Approximate Distinct Count | 6249 |
|---|---|
| Approximate Unique (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.848 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.8477 |
| Q1 | 0.848 |
| Median | 0.848 |
| Q3 | 0.8481 |
| 95-th Percentile | 0.8486 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.00013843 |
| Mean | 0.848 |
|---|---|
| Standard Deviation | 0.01075 |
| Variance | 0.00011562 |
| Sum | 5782.3756 |
| Skewness | -71.6732 |
| Kurtosis | 5679.9853 |
| Coefficient of Variation | 0.01268 |
numerical
| Approximate Distinct Count | 6240 |
|---|---|
| Approximate Unique (%) | 91.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.02754 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.02646 |
| Q1 | 0.02679 |
| Median | 0.02681 |
| Q3 | 0.02691 |
| 95-th Percentile | 0.02795 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.00012203 |
| Mean | 0.02754 |
|---|---|
| Standard Deviation | 0.01567 |
| Variance | 0.00024548 |
| Sum | 187.8029 |
| Skewness | 45.7141 |
| Kurtosis | 2473.6178 |
| Coefficient of Variation | 0.5689 |
numerical
| Approximate Distinct Count | 6240 |
|---|---|
| Approximate Unique (%) | 91.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.5654 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.5636 |
| Q1 | 0.5652 |
| Median | 0.5653 |
| Q3 | 0.5657 |
| 95-th Percentile | 0.5683 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.00056631 |
| Mean | 0.5654 |
|---|---|
| Standard Deviation | 0.01321 |
| Variance | 0.00017462 |
| Sum | 3855.1757 |
| Skewness | -13.9365 |
| Kurtosis | 911.1316 |
| Coefficient of Variation | 0.02337 |
numerical
| Approximate Distinct Count | 6246 |
|---|---|
| Approximate Unique (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.6891 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.688 |
| Q1 | 0.6893 |
| Median | 0.6894 |
| Q3 | 0.6896 |
| 95-th Percentile | 0.6906 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.00037723 |
| Mean | 0.6891 |
|---|---|
| Standard Deviation | 0.01385 |
| Variance | 0.00019191 |
| Sum | 4699.2874 |
| Skewness | -25.5777 |
| Kurtosis | 1267.1228 |
| Coefficient of Variation | 0.0201 |
numerical
| Approximate Distinct Count | 6818 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 1.8629e+07 |
| Minimum | 0 |
| Maximum | 9.82e+09 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.00034299 |
| Q1 | 0.00090362 |
| Median | 0.002085 |
| Q3 | 0.00527 |
| 95-th Percentile | 0.02988 |
| Maximum | 9.82e+09 |
| Range | 9.82e+09 |
| IQR | 0.004366 |
| Mean | 1.8629e+07 |
|---|---|
| Standard Deviation | 3.7645e+08 |
| Variance | 1.4171e+17 |
| Sum | 1.2703e+11 |
| Skewness | 21.7542 |
| Kurtosis | 490.7823 |
| Coefficient of Variation | 20.2073 |
numerical
| Approximate Distinct Count | 1536 |
|---|---|
| Approximate Unique (%) | 22.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 1.9504e+09 |
| Minimum | 0 |
| Maximum | 9.98e+09 |
| Zeros | 1424 |
| Zeros (%) | 20.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0.00012819 |
| Median | 5.09e+08 |
| Q3 | 3.45e+09 |
| 95-th Percentile | 7.71e+09 |
| Maximum | 9.98e+09 |
| Range | 9.98e+09 |
| IQR | 3.45e+09 |
| Mean | 1.9504e+09 |
|---|---|
| Standard Deviation | 2.5983e+09 |
| Variance | 6.7511e+18 |
| Sum | 1.33e+13 |
| Skewness | 1.2818 |
| Kurtosis | 0.5922 |
| Coefficient of Variation | 1.3322 |
numerical
| Approximate Distinct Count | 5451 |
|---|---|
| Approximate Unique (%) | 79.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 9.8262e+06 |
| Minimum | 0 |
| Maximum | 9.73e+09 |
| Zeros | 7 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.001679 |
| Q1 | 0.004387 |
| Median | 0.006573 |
| Q3 | 0.008973 |
| 95-th Percentile | 0.01374 |
| Maximum | 9.73e+09 |
| Range | 9.73e+09 |
| IQR | 0.004586 |
| Mean | 9.8262e+06 |
|---|---|
| Standard Deviation | 2.5636e+08 |
| Variance | 6.572e+16 |
| Sum | 6.7005e+10 |
| Skewness | 30.5734 |
| Kurtosis | 989.009 |
| Coefficient of Variation | 26.0893 |
numerical
| Approximate Distinct Count | 1358 |
|---|---|
| Approximate Unique (%) | 19.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 109104 |
| Mean | 0.2288 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.1923 |
| Q1 | 0.2147 |
| Median | 0.2245 |
| Q3 | 0.2388 |
| 95-th Percentile | 0.2766 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.02411 |
| Mean | 0.2288 |
|---|---|
| Standard Deviation | 0.03326 |
| Variance | 0.001106 |
| Sum | 1560.2748 |
| Skewness | 5.1348 |
| Kurtosis | 81.5611 |
| Coefficient of Variation | 0.1454 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 450054 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 6819 |